Claude 3.5 Sonnet vs MiniMax M2.7

Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.

Claude 3.5 Sonnet has the cleaner overall profile here, landing at 60 versus 57. It is a real lead, but still close enough that category-level strengths matter more than the headline number.

Quick Verdict

Pick Claude 3.5 Sonnet if you want the stronger benchmark profile. MiniMax M2.7 only becomes the better choice if coding is the priority.

Agentic

MiniMax M2.7

Claude 3.5 Sonnet

55

MiniMax M2.7

57

54%
Terminal-Bench 2.0
57%
62%
BrowseComp
Coming soon
51%
OSWorld-Verified
Coming soon
Coming soon
Toolathlon
46.3%
Coming soon
MLE-Bench Lite
66.6%
Coming soon
MM-ClawBench
62.7%

Coding

MiniMax M2.7

Claude 3.5 Sonnet

39.7

MiniMax M2.7

56.2

92%
HumanEval
Coming soon
49%
SWE-bench Verified
Coming soon
39%
LiveCodeBench
Coming soon
37%
SWE-bench Pro
56.2%
Coming soon
SWE Multilingual
76.5%
Coming soon
Multi-SWE Bench
52.7%
Coming soon
VIBE-Pro
55.6%
Coming soon
NL2Repo
39.8%

Multimodal & Grounded

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

77%
MMMU-Pro
Coming soon
72%
OfficeQA Pro
Coming soon
Coming soon
GDPval-AA
1495

Reasoning

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

61%
MuSR
Coming soon
83%
BBH
Coming soon
70%
LongBench v2
Coming soon
70%
MRCRv2
Coming soon

Knowledge

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

90.4%
MMLU
Coming soon
59.4%
GPQA
Coming soon
63%
SuperGPQA
Coming soon
74%
MMLU-Pro
Coming soon
5%
HLE
Coming soon
59%
FrontierScience
Coming soon
63%
SimpleQA
Coming soon
Coming soon
Artificial Analysis
50

Instruction Following

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

83%
IFEval
Coming soon

Multilingual

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

85%
MGSM
Coming soon
78%
MMLU-ProX
Coming soon

Mathematics

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

65%
AIME 2023
Coming soon
67%
AIME 2024
Coming soon
66%
AIME 2025
Coming soon
61%
HMMT Feb 2023
Coming soon
63%
HMMT Feb 2024
Coming soon
62%
HMMT Feb 2025
Coming soon
64%
BRUMO 2025
Coming soon
80%
MATH-500
Coming soon

Frequently Asked Questions

Which is better, Claude 3.5 Sonnet or MiniMax M2.7?

Claude 3.5 Sonnet is ahead overall, 60 to 57. The biggest single separator in this matchup is SWE-bench Pro, where the scores are 37% and 56.2%.

Which is better for coding, Claude 3.5 Sonnet or MiniMax M2.7?

MiniMax M2.7 has the edge for coding in this comparison, averaging 56.2 versus 39.7. Inside this category, SWE-bench Pro is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, Claude 3.5 Sonnet or MiniMax M2.7?

MiniMax M2.7 has the edge for agentic tasks in this comparison, averaging 57 versus 55. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

Last updated: March 18, 2026

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